Word2vec applied to recommendation: hyperparameters matter. - Hugo Caselles-Dupré; Florian Lesaint; Jimena Royo-Letelier (RecSys, 2018)

Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning. - Hugo Caselles-Dupré; Louis Annabi; Oksana Hagen; Michaël Garcia Ortiz; David Filliat (CoRR, 2018)

Continual State Representation Learning for Reinforcement Learning using Generative Replay. - Hugo Caselles-Dupré; Michaël Garcia Ortiz; David Filliat (CoRR, 2018)

Generative Models from the perspective of Continual Learning. - Timothée Lesort; Hugo Caselles-Dupré; Michaël Garcia Ortiz; Andrei Stoian; David Filliat (IJCNN, 2019)

Symmetry-Based Disentangled Representation Learning requires Interaction with Environments. - Hugo Caselles-Dupré; Michaël Garcia Ortiz; David Filliat (NeurIPS, 2019)

Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer. - René Traoré; Hugo Caselles-Dupré; Timothée Lesort; Te Sun; Natalia Díaz Rodríguez; David Filliat (CoRR, 2019)

DisCoRL: Continual Reinforcement Learning via Policy Distillation. - René Traoré; Hugo Caselles-Dupré; Timothée Lesort; Te Sun; Guanghang Cai; Natalia Díaz Rodríguez; David Filliat (CoRR, 2019)

Electric Dreams of Ukiyo: A Series of Japanese Artworks Created by an Artificial Intelligence. - Gauthier Vernier; Hugo Caselles-Dupré; Peirre Fautrel (Patterns, 2020)

Facets of AGI: Where Science Meets Spirituality. - Gauthier Vernier; Hugo Caselles-Dupré; Pierre Fautrel (Patterns, 2020)

On the Sensory Commutativity of Action Sequences for Embodied Agents. - Hugo Caselles-Dupré; Michaël Garcia Ortiz; David Filliat (AAMAS, 2021)

S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay. - Hugo Caselles-Dupré; Michaël Garcia Ortiz; David Filliat (IJCNN, 2021)

Towards Teachable Autonomous Agents. - Olivier Sigaud; Hugo Caselles-Dupré; Cédric Colas; Ahmed Akakzia; Pierre-Yves Oudeyer; Mohamed Chetouani (CoRR, 2021)

SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences. - Hugo Caselles-Dupré; Michaël Garcia Ortiz; David Filliat (CoRR, 2021)

Are standard Object Segmentation models sufficient for Learning Affordance Segmentation? - Hugo Caselles-Dupré; Michaël Garcia Ortiz; David Filliat (CoRR, 2021)

On the role of Actions and Machine Learning in Artificial Agent Perception. (Du rôle des Actions et de l'Apprentissage Automatique dans la Perception des Agents Artificiels). - Hugo Caselles-Dupré (2021)

Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments. - Hugo Caselles-Dupré; Olivier Sigaud; Mohamed Chetouani (NeurIPS, 2022)

Pedagogical Demonstrations and Pragmatic Learning in Artificial Tutor-Learner Interactions. - Hugo Caselles-Dupré; Mohamed Chetouani; Olivier Sigaud (CoRR, 2022)

Overcoming Referential Ambiguity in Language-Guided Goal-Conditioned Reinforcement Learning. - Hugo Caselles-Dupré; Olivier Sigaud; Mohamed Chetouani (CoRR, 2022)

Enhancing Agent Communication and Learning through Action and Language. - Hugo Caselles-Dupré; Olivier Sigaud; Mohamed Chetouani (CoRR, 2023)

Utility-based Adaptive Teaching Strategies using Bayesian Theory of Mind. - Clémence Grislain; Hugo Caselles-Dupré; Olivier Sigaud; Mohamed Chetouani (CoRR, 2023)

Toward Teachable Autotelic Agents. - Olivier Sigaud; Ahmed Akakzia; Hugo Caselles-Dupré; Cédric Colas; Pierre-Yves Oudeyer; Mohamed Chetouani (IEEE Trans. Cogn. Dev. Syst., 2023)

Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI. - Hugo Caselles-Dupré; Charles Mellerio; Paul Hérent; Alizée Lopez-Persem; Benoit Béranger; Mathieu Soularue; Pierre Fautrel; Gauthier Vernier; Matthieu Cord (CoRR, 2024)

OnlyFlow: Optical Flow based Motion Conditioning for Video Diffusion Models. - Mathis Koroglu; Hugo Caselles-Dupré; Guillaume Jeanneret; Matthieu Cord (CVPR Workshops, 2025)

Weaving the Future: Generative AI and the Reimagining of Fashion Design. - Pierre-Marie Chauvin; Angèle Merlin; Xavier Fresquet; Hugo Caselles-Dupré; Benjamin Simmenauer; Mathieu de Fayet (CoRR, 2025)